As John writes in the comments:
Economic cycles do not begin and end merely because a president (or prime minister or king or dictator or poobah) takes office. Correlation is not necessarily due to cause.
I agree that this may overstate things, but I do believe the correlation between Bush and job growth is negative and that value has significance.
Source: Colin Peterson